☆63Dec 15, 2024Updated last year
Alternatives and similar repositories for LoRAPrune
Users that are interested in LoRAPrune are comparing it to the libraries listed below
Sorting:
- Official implementation for LaCo (EMNLP 2024 Findings)☆21Oct 3, 2024Updated last year
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆47Jun 4, 2024Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Nov 25, 2024Updated last year
- A simple and effective LLM pruning approach.☆849Aug 9, 2024Updated last year
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- ☆16Dec 7, 2025Updated 2 months ago
- A block pruning framework for LLMs.☆28May 17, 2025Updated 9 months ago
- [ICLR 2026] dParallel: Learnable Parallel Decoding for dLLMs☆59Feb 22, 2026Updated last week
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,106Oct 7, 2024Updated last year
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆18May 30, 2024Updated last year
- ☆57Jun 10, 2024Updated last year
- Official Code For Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM☆14Dec 27, 2023Updated 2 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- [arXiv 2024] Is Oracle Pruning the True Oracle?☆26Jan 10, 2025Updated last year
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆14Nov 27, 2024Updated last year
- Localizing Memorized Sequences in Language Models☆20Oct 15, 2025Updated 4 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆30Mar 28, 2024Updated last year
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Mar 11, 2024Updated last year
- Structured Pruning Adapters in PyTorch☆19Aug 30, 2023Updated 2 years ago
- Repo of HawkLlama.☆16Jan 2, 2025Updated last year
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆40May 1, 2025Updated 10 months ago
- SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)☆32Nov 28, 2025Updated 3 months ago
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Jan 31, 2026Updated last month
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆21Dec 25, 2023Updated 2 years ago
- ☆23Nov 26, 2024Updated last year
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆19Jul 20, 2024Updated last year
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆23Mar 16, 2025Updated 11 months ago
- Low-Rank Llama Custom Training☆23Mar 27, 2024Updated last year
- ☆19Jan 3, 2025Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆20Feb 4, 2025Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Oct 10, 2024Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆642Mar 4, 2024Updated 2 years ago
- For releasing code related to compression methods for transformers, accompanying our publications☆454Jan 16, 2025Updated last year
- [ICLR 2024] Official PyTorch/Diffusers implementation of "Object-aware Inversion and Reassembly for Image Editing"☆88Aug 23, 2024Updated last year
- ☆18Oct 12, 2023Updated 2 years ago
- [ICLR 2025] Official PyTorch implmentation of paper "T-Stitch: Accelerating Sampling in Pre-trained Diffusion Models with Trajectory Stit…☆104Feb 26, 2024Updated 2 years ago
- [CVPR 2025 Highlight] TinyFusion: Diffusion Transformers Learned Shallow☆160Dec 1, 2025Updated 3 months ago
- [ICCV 2025] The official implementation of "Neighboring Autoregressive Modeling for Efficient Visual Generation"☆59Apr 5, 2025Updated 11 months ago